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Add in a GNMT implementation #16

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This PR adds in a Relay implementation of GNMT (the script tests that it runs), including Luong general attention, which is tested against a PyTorch reference implementation.

Please review @AD1024, @ttambe, and @LeeOHzzZ -- Mike, I think you should "take over" this PR to add in appropriate pattern matches

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Note: This reuses code from the speech-to-text example, so we should probably deduplicate that by putting the LSTM definitions in a separate file

Co-authored-by: Mike He <[email protected]>
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